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Others

  • Ph.D. Thesis. 2018.02. (pdf)
  • ADMM - An usage study. 04/2017. (slides)
  • Proximal Gradient Descent Algorithm - A quick guidance. 03/2017. (handouts)
  • A Comparison on Algorithms for Learning with Nonconvex Regularization (with Yongqi Zhang). 11/2015. (draft).
  • Convergence analysis of popular optimization algorithms. 10/2014. (gradient descent, proximal gradient descent).